On combining multiple clusterings

@inproceedings{Li2004OnCM,
  title={On combining multiple clusterings},
  author={Tao Li and Mitsunori Ogihara and Sheng Ma},
  booktitle={CIKM},
  year={2004}
}
Many problems can be reduced to the problem of combining multiple clusterings. In this paper, we first summarize different application scenarios of combining multiple clusterings and provide a new perspective of viewing the problem as a categorical clustering problem. We then show the connections between various consensus and clustering criteria and discuss the complexity results of the problem. Finally we propose a new method to determine the final clustering. Experiments on kinship terms and… CONTINUE READING
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